A controller for controlling a system that includes a policy to control the system is provided. The controller includes an interface connected to the system, the interface acquires an action state and a measurement state via sensors measuring the system, a memory to store computer-executable program modules including a model learning module and a policy learning module, a processor that performs steps of the program modules. The steps include offline-modeling to generate offline-learning states based on the action state and measurement state using the model learning program, providing the offline states to the policy learning program to generate policy parameters, and updating the policy of the system to operate the system based on the policy parameters.


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    Titel :

    Method and system for modelling and control partially measurable systems


    Beteiligte:
    ROMERES DIEGO (Autor:in) / AMADIO FABIO (Autor:in) / LIBERA ALBERTO DALLA (Autor:in) / ANTONELLO RICCARDO (Autor:in) / CARLI RUGGERO (Autor:in) / NIKOVSKI DANIEL (Autor:in)

    Erscheinungsdatum :

    01.07.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / G05B Steuer- oder Regelsysteme allgemein , CONTROL OR REGULATING SYSTEMS IN GENERAL



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